The dataset examined has the following dimensions:
| Feature | Result |
|---|---|
| Number of observations | 31 |
| Number of variables | 3 |
The following variable checks were performed, depending on the data type of each variable:
| character | factor | labelled | haven labelled | numeric | integer | logical | Date | |
|---|---|---|---|---|---|---|---|---|
| Identify miscoded missing values | \(\times\) | \(\times\) | \(\times\) | \(\times\) | \(\times\) | \(\times\) | \(\times\) | |
| Identify prefixed and suffixed whitespace | \(\times\) | \(\times\) | \(\times\) | \(\times\) | ||||
| Identify levels with < 6 obs. | \(\times\) | \(\times\) | \(\times\) | \(\times\) | ||||
| Identify case issues | \(\times\) | \(\times\) | \(\times\) | \(\times\) | ||||
| Identify misclassified numeric or integer variables | \(\times\) | \(\times\) | \(\times\) | \(\times\) | ||||
| Identify outliers | \(\times\) | \(\times\) | \(\times\) |
Please note that all numerical values in the following have been rounded to 2 decimals.
| Variable class | # unique values | Missing observations | Any problems? | |
|---|---|---|---|---|
| Girth | numeric | 27 | 0.00 % | |
| Height | numeric | 21 | 0.00 % | |
| Volume | numeric | 30 | 0.00 % | \(\times\) |
| Feature | Result |
|---|---|
| Variable type | numeric |
| Number of missing obs. | 0 (0 %) |
| Number of unique values | 27 |
| Median | 12.9 |
| 1st and 3rd quartiles | 11.05; 15.25 |
| Min. and max. | 8.3; 20.6 |
| Feature | Result |
|---|---|
| Variable type | numeric |
| Number of missing obs. | 0 (0 %) |
| Number of unique values | 21 |
| Median | 76 |
| 1st and 3rd quartiles | 72; 80 |
| Min. and max. | 63; 87 |
| Feature | Result |
|---|---|
| Variable type | numeric |
| Number of missing obs. | 0 (0 %) |
| Number of unique values | 30 |
| Median | 24.2 |
| 1st and 3rd quartiles | 19.4; 37.3 |
| Min. and max. | 10.2; 77 |
Report generation information:
Created by: okan (username: Okan).
Report creation time: Mon Dec 20 2021 18:05:12
Report was run from directory: C:/Users/Okan/Documents/GitHub/edpy507
dataReporter v1.0.2 [Pkg: 2021-11-11 from CRAN (R 4.0.5)]
R version 4.0.4 (2021-02-15).
Platform: x86_64-w64-mingw32/x64 (64-bit)(Windows 10 x64 (build 19044)).
Function call: makeDataReport(data = trees)